Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "56"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 56 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 235 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 223 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_9296/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 56, Node 4:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 27.57% 0.519918 -0.655613 0.533709 0.700942 -0.480421 2.043359 -0.152767 0.319137 0.7795 0.7723 0.2287 5.778504 5.428725
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 11.83% -0.602293 0.993866 1.117561 1.467656 -0.034987 2.308423 -0.437179 2.196306 0.7077 0.6939 0.2166 2.314819 2.185949
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.126679 0.021317 -0.119416 -0.034944 0.637851 1.257905 1.492274 0.073353 0.0520 0.0446 0.0008 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.621972 0.952564 1.350793 2.280925 -0.628132 2.557635 0.625261 6.122019 0.6113 0.6120 0.3198 6.710805 6.134272
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.377835 1.216001 0.683831 1.300772 0.140444 5.581816 0.222707 5.719137 0.6115 0.6093 0.3143 5.813613 5.136951
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 35.48% -1.054850 1.165897 0.059459 0.074866 -0.852351 0.648701 -0.624679 0.143306 0.6834 0.6678 0.2408 2.963202 2.589889
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 2.69% -0.265552 0.633971 1.515072 1.600675 -0.865092 2.636684 -0.632366 2.212752 0.7614 0.7416 0.1951 4.285036 3.320787
2459587 digital_ok 100.00% - - - 100.00% 0.00% -0.220426 2.134764 8.760639 10.122720 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 6.955812 6.018787
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 2.16% 28.65% -0.473549 0.097588 0.445514 0.792937 0.142719 2.050232 -0.612665 2.190887 0.6196 0.6197 0.3037 2.009399 1.895141
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.557455 2.101878 0.637788 0.917850 0.003392 -0.149006 0.363489 0.012953 0.0459 0.0386 0.0006 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.793216 5.212639 9.157370 6.643156 12.894364 23.312767 38.340952 38.499307 0.5776 0.5788 0.3124 10.448839 0.000000
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.713861 0.346589 3.132386 3.666543 1.571621 5.334683 -0.935321 -0.074224 0.6227 0.6194 0.3260 5.958723 4.953380
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.441358 0.883520 3.042280 2.976359 2.287666 6.299499 -1.075550 -0.412364 0.6045 0.6017 0.3340 5.096624 3.761821
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.572799 0.552144 2.560611 3.347292 1.732948 5.266905 -0.803137 -0.122395 0.6215 0.6191 0.3259 4.067184 3.579107
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.573160 0.669095 3.475046 3.560966 2.595936 6.160685 -0.424777 3.183537 0.6199 0.6233 0.3261 7.913059 5.969030
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.385160 0.903664 4.100284 4.034927 2.367148 6.094885 -1.025354 1.190005 0.6151 0.6185 0.3276 5.357556 4.415790
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.981922 1.733606 0.428343 1.073934 -0.335631 0.991429 -0.247429 -0.665770 0.0470 0.0392 0.0016 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.554592 0.469591 2.445020 2.959992 1.519363 5.034778 -0.741727 1.677551 0.6220 0.6237 0.3229 4.940126 3.982821
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 1.08% -0.475445 0.020298 1.682772 1.764548 1.336615 2.894572 -1.054683 -0.888420 0.6290 0.6335 0.3267 1.533755 1.519934
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 9.19% 2.16% -0.755668 0.940300 1.559699 1.678672 0.542208 2.275272 -0.785426 1.545483 0.6352 0.6384 0.3258 1.622386 1.510651
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.392886 2.522527 4.208720 4.856922 1.953106 7.155092 -0.102657 7.515283 0.6279 0.6236 0.3278 0.000000 0.000000
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.160251 2.493503 1.779406 1.898075 1.002686 3.555433 -0.386140 5.174797 0.6253 0.6225 0.3277 5.634291 4.796355
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.970760 1.455601 0.448117 0.881245 -0.539704 1.322016 -0.407379 -0.225034 0.0407 0.0411 0.0012 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.54% 0.371417 0.378130 0.214532 0.324690 -0.028644 0.407055 -0.484897 -0.022734 0.6149 0.6162 0.3091 1.365871 1.320279
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% -0.624656 1.293119 1.915757 2.243508 1.080874 1.356200 1.098217 2.008220 0.7357 0.7327 0.2028 1.909038 1.736683
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.327761 1.641686 2.624302 3.007506 1.504551 4.862859 -0.457361 3.684776 0.6160 0.6196 0.3415 2.853173 2.547866
2459565 digital_ok 100.00% - - - 100.00% 0.00% 101145.661413 126326.874038 4974095.770800 4988647.454360 nan nan -5.052525 -5.052525 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 4.05% 2.464953 2.529044 2.903660 2.841897 0.216955 0.144197 -1.776553 -0.559654 0.6316 0.6215 0.3248 1.950973 1.640423
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.450163 6.442283 24.063451 24.242722 13.081125 16.402177 -1.435097 -0.411220 0.6112 0.6048 0.3331 5.257109 4.719995
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 1.62% 1.446674 1.424022 1.015320 1.007338 -0.074996 0.116328 -1.328722 -0.544838 0.6207 0.6179 0.3245 1.742907 1.673271
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 80.00% 2.077630 2.031508 1.584806 1.650896 0.348587 0.628793 -1.879060 -1.410838 0.6255 0.6255 0.3232 4.950923 3.979287
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 75.14% 1.598893 1.701652 1.178354 1.410447 0.355794 1.000025 -1.527538 -0.748587 0.6039 0.5999 0.3355 3.295523 2.860662
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 83.87% 2.167892 2.347122 1.732134 1.856329 0.748640 1.420603 -1.405381 -0.678648 0.6291 0.6257 0.3223 3.421734 2.699783
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0497 0.0440 0.0012 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.787475 7.200186 13.439053 13.091779 12.932120 14.715036 -1.952685 -0.368872 0.6359 0.6229 0.3217 6.918020 4.849836
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6147 0.6022 0.3336 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6286 0.6162 0.3304 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.565817 7.668829 17.417433 17.947460 19.450135 22.265908 0.301751 2.621171 0.6413 0.6292 0.3290 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 72.04% 1.563298 1.849134 1.510220 1.660766 0.198311 1.132390 -1.988449 -0.749977 0.6279 0.6196 0.3221 3.844431 2.863775
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0437 0.0365 0.0020 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.946389 6.301366 12.920064 13.221998 13.875894 15.988991 -2.123480 -0.272305 0.6316 0.6225 0.3314 5.295611 4.511521
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.651196 6.660328 25.728561 26.436767 0.443994 1.102999 -1.978626 1.148341 0.6912 0.6790 0.3061 5.244264 3.668646
2459541 digital_ok 100.00% 1.79% 1.79% 0.00% 100.00% 0.00% 6.070989 5.678920 15.998377 15.525184 10.079441 12.158634 4.166427 5.266539 0.6905 0.6735 0.2819 2.567920 2.274878
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 58.48% 3.228782 3.170347 3.031517 2.905563 0.995335 1.684114 -0.932713 0.364893 0.6925 0.6743 0.3023 3.316318 2.566035
2459536 digital_ok 100.00% 37.06% 37.06% 0.00% 100.00% 0.00% 8.942000 9.590983 21.212976 21.566303 20.162004 21.820278 -3.483466 -1.036237 0.4253 0.4238 0.2074 1.604758 1.388580
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.245546 2.333274 2.414075 2.572815 2.498965 1.520463 -0.601468 -0.329197 0.0737 0.0698 0.0105 1.208915 1.208290
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.781800 2.102825 1.567148 1.764199 -0.307319 0.493932 -1.245203 -0.152819 0.0900 0.0820 0.0111 1.171957 1.167596
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.077486 7.139714 13.599700 13.690179 11.960042 14.888935 -2.513334 -0.810689 0.0812 0.0776 0.0105 1.198473 1.200364
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.289695 8.319445 17.733643 17.404728 14.766171 17.626252 -2.164672 -1.427013 0.0736 0.0754 0.0103 0.837142 0.835517
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.698810 1.936317 1.377167 1.434573 0.320384 1.225791 -1.469955 0.059993 0.0808 0.0822 0.0123 1.185123 1.182900
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.729263 8.905247 14.461365 14.457115 28.623999 24.676907 -1.774424 -0.199581 0.9054 0.9322 0.2913 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 7.655852 7.423464 19.570987 20.362602 11.498782 20.244628 -5.516411 -5.274315 nan nan nan 13.958275 11.034817
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.454804 7.338063 17.822791 17.158732 7.379750 16.249193 -2.962658 -1.169475 0.7060 0.6575 0.3230 2.384207 2.206146
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 5.498571 5.436054 9.578263 9.866406 2.510841 3.083517 -1.058304 -1.184054 0.0564 0.0420 0.0028 nan nan
2459508 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.556750 9.786360 11.673055 11.213488 12.125491 10.392030 10.396017 12.468279 0.0766 0.0897 0.0066 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 79.952961 90.803568 99.208754 119.674854 123.456368 129.027552 594.164048 724.654891 0.0114 0.0083 0.0058 1.093710 1.084568

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 56: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Variability 18.034542 4.775924 6.639190 11.951497 14.630902 13.208564 18.034542 13.852071 -1.669017

Antenna 56: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Power 38.829279 9.915495 10.775431 37.618174 38.829279 30.781579 34.067366 0.265129 -1.543665

Antenna 56: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 56: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Power 0.820314 0.217581 -0.822930 0.594914 0.820314 0.206619 -0.092210 -0.980204 -1.329231

Antenna 56: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Power 0.477658 0.111156 -0.654353 0.062276 0.477658 -0.622286 -0.394882 0.028054 -1.121929

Antenna 56: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1.755331 -1.098192 -0.908530 -1.039078 -1.027173 -0.539222 -0.281890 -0.630118 1.755331

Antenna 56: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Power 0.416688 -0.176838 -0.745617 0.227593 0.416688 -0.354340 -0.665934 -0.789684 -1.025978

Antenna 56: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1.196897 -0.231800 0.578691 0.007644 0.601793 -0.480772 -0.737537 -1.008080 1.196897

Antenna 56: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 1.164970 0.679491 -0.671617 1.164970 -0.959492 0.126404 -0.663582 0.366240 -0.426305

Antenna 56: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 0.854118 -0.706791 0.255720 -0.652769 0.854118 -0.282940 0.355460 -0.232162 0.529530

Antenna 56: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.740726 0.988767 -0.569906 0.809826 -0.522248 0.608127 -0.404332 5.740726 -0.406156

Antenna 56: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 12.882322 0.239550 -0.903718 0.188402 -0.699576 0.597139 -1.206094 12.882322 -0.050474

Antenna 56: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.260862 0.118727 -1.287318 0.463992 -0.422471 0.752005 -1.161604 5.260862 0.110232

Antenna 56: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 2.520033 -1.045165 0.458816 -0.440375 0.919982 -0.838339 0.249484 -0.653337 2.520033

Antenna 56: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1.446207 -0.401105 1.010227 -0.432994 0.866704 -0.575666 -0.040055 0.090829 1.446207

Antenna 56: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 4.955413 0.856054 -0.319431 0.780607 -0.351516 -0.187338 -0.362382 4.955413 0.159409

Antenna 56: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.877041 0.358518 -1.108375 0.740735 -0.644738 1.779405 -0.880418 5.877041 0.875720

Antenna 56: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 0.997815 -0.755211 0.997815 -0.534893 0.269186 -1.304995 0.243537 -0.944082 -0.088504

Antenna 56: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 11.699886 0.226631 -0.915812 0.743977 -0.744650 1.979979 -0.624339 11.699886 0.747356

Antenna 56: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 7.431814 -0.908665 1.180645 -0.320074 0.876953 -0.162528 -0.130455 -0.073775 7.431814

Antenna 56: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 4.598487 -0.728370 -0.108688 -0.657021 0.341990 -0.674411 0.285918 0.651379 4.598487

Antenna 56: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.060656 -1.200274 -0.173176 -0.924338 0.670236 -0.826519 0.873767 -0.126005 3.060656

Antenna 56: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1.144647 0.285786 -1.051556 0.416091 -0.756774 0.083241 -0.645616 1.144647 -0.509451

Antenna 56: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 20.452558 -1.149410 -0.120417 -0.600323 0.651824 -0.062734 1.137381 2.695062 20.452558

Antenna 56: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 9.858760 -0.741899 1.078280 -0.556537 0.810666 0.519112 1.080897 -0.441452 9.858760

Antenna 56: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 10.729943 1.211762 -0.655004 0.902008 -0.442539 0.813597 -1.126711 10.729943 -0.264292

Antenna 56: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 19.823132 -0.271957 1.347572 -0.758829 1.092031 -1.085898 2.507078 0.396292 19.823132

Antenna 56: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 17.649543 -0.405819 1.648777 -0.618687 1.197919 -0.881598 0.887242 -0.054853 17.649543

Antenna 56: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 9.283776 -0.653580 1.238097 -0.553883 0.911257 0.306371 -0.333357 -0.425361 9.283776

Antenna 56: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 0.830371 -1.221660 0.754688 -0.906997 0.830371 -0.212030 0.402893 -0.224890 -0.238419

Antenna 56: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 2.544442 -0.204327 0.575180 -0.382869 0.920377 1.996592 0.463356 2.544442 1.761302

Antenna 56: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 Not Found nn Shape 2.129194 2.129194 1.341388 1.614038 0.609487 -0.290721 0.661521 0.337546 1.614404

Antenna 56: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 11.988034 1.903668 -0.217053 1.088967 -0.481325 0.596168 0.893114 11.988034 0.368062

Antenna 56: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 12.032302 -0.882399 0.003819 -0.039359 1.250945 -0.439667 0.878358 5.932587 12.032302

Antenna 56: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 1.663153 -0.876968 0.311580 0.120429 1.663153 -0.649410 1.022993 -1.012262 0.786873

Antenna 56: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 2.276239 -0.519617 0.320404 0.385078 1.925609 2.252633 1.392220 2.276239 1.623201

Antenna 56: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Variability 2.706072 2.346759 1.607046 2.077160 0.202401 1.309198 2.706072 0.853872 1.852233

Antenna 56: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 7.006190 -0.327354 1.049542 0.293458 3.205204 4.462191 2.870682 7.006190 5.584282

Antenna 56: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 8.177995 -0.701255 0.695572 -0.448624 1.369007 -0.278807 1.090450 0.018818 8.177995

Antenna 56: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.005800 0.641707 -0.760395 0.653042 -0.952511 0.533115 -1.001322 3.005800 -0.543501

Antenna 56: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 1.831680 0.222569 -0.791338 0.738832 -0.635223 1.217969 0.849096 1.230494 1.831680

Antenna 56: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 21.156853 0.310278 -0.717110 0.522852 -0.860290 4.584671 2.948895 19.275557 21.156853

Antenna 56: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 15.134071 1.176681 -0.328043 1.117501 -0.683020 2.846754 1.678374 13.735938 15.134071

Antenna 56: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 13.405776 1.772488 -0.273346 2.008357 -0.740277 3.246163 0.726541 13.405776 1.122624

Antenna 56: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 41.471843 -0.530132 0.251533 -0.881742 0.308597 6.124825 4.690913 41.471843 39.416218

Antenna 56: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 6.321273 0.107723 -0.281730 0.827687 -0.394201 2.228245 1.341126 6.321273 5.435724

Antenna 56: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 50.856654 -0.150641 -0.498395 0.115390 -0.723049 7.941175 7.954237 49.540861 50.856654

Antenna 56: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 43.456390 0.212019 -0.439708 0.547921 -0.576928 10.071116 10.403600 42.060461 43.456390

Antenna 56: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 17.057766 -0.028281 -0.442044 0.363671 -0.733373 1.818789 1.598727 16.158701 17.057766

Antenna 56: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 5.123560 -0.644799 1.724075 -1.205950 1.791922 -0.767931 0.927316 0.459747 5.123560

Antenna 56: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 38.043041 -0.399433 0.035963 -0.805464 0.333206 37.727375 37.467779 38.043041 36.690205

Antenna 56: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 46.986820 -0.144103 -0.651196 0.136671 -0.852279 23.069658 23.964648 45.527969 46.986820

Antenna 56: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 16.347588 -0.754357 -0.178760 -0.494509 1.098787 9.724537 7.545426 16.347588 15.200978

Antenna 56: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 20.726825 -0.834771 -0.388986 -0.607802 0.559288 7.459904 6.525005 20.726825 19.635585

Antenna 56: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 37.000290 -0.741434 -0.142519 -0.689865 0.365146 14.486074 15.332215 37.000290 35.700514

Antenna 56: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Power 1.361710 -0.644258 0.647288 -0.233454 1.361710 -0.701906 0.430455 -0.688162 0.889657

Antenna 56: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 77.257786 -0.320372 -0.964565 0.190580 -0.779602 19.386454 20.845101 75.539974 77.257786

Antenna 56: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 3.643493 -0.122306 -1.286025 1.253247 -0.554510 -0.096739 -1.058573 3.643493 0.418032

Antenna 56: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 26.282785 -0.491256 -0.551374 -0.576967 -0.825079 8.004441 8.444708 25.734391 26.282785

Antenna 56: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 41.703296 -0.404755 -0.376601 -0.892569 -0.694365 13.695811 13.873151 41.032576 41.703296

Antenna 56: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 14.986112 -0.832491 0.448029 -0.608644 1.524914 -0.772168 0.931883 1.047443 14.986112

Antenna 56: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Shape 1.301850 1.134894 1.301850 -0.308790 -0.366435 -1.319675 -1.259700 -2.037741 -3.739394

Antenna 56: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 56: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 30.222772 -0.342726 -0.909565 1.000704 -0.397826 3.131499 3.645938 29.160100 30.222772

Antenna 56: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 242.430922 -0.799712 -0.777349 0.706480 -1.199535 155.799754 169.899317 237.748911 242.430922

Antenna 56: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 0.536396 -1.146862 0.214716 -0.250096 0.417376 -0.236475 -0.266838 -0.686771 0.536396

Antenna 56: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Shape 1.615211 1.615211 -0.820742 0.469425 -0.851032 -0.414186 -0.276660 0.798017 -0.255910

Antenna 56: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 2972.183882 1467.018739 1467.018739 1329.045695 1329.045695 1092.960111 1092.960111 2972.183882 2972.183882

Antenna 56: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 1912.186793 518.551145 518.551145 474.882139 474.882139 478.580992 478.580992 1912.186793 1912.186793

Antenna 56: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 N04 digital_ok ee Temporal Discontinuties 1405.547760 419.194720 419.194720 418.382878 418.382878 429.344881 429.344881 1405.547760 1405.547760

Antenna 56: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 N04 digital_ok nn Temporal Discontinuties 16.049930 0.866877 -1.041943 0.531730 -0.750418 -0.084295 -1.009564 16.049930 0.180877

Antenna 56: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 1.728446 -0.889513 0.925168 -0.334941 1.158583 -0.728143 0.669731 -0.899954 1.728446

Antenna 56: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 2.137913 -0.975044 0.744853 -0.887302 0.920824 -0.302370 0.967840 -1.007357 2.137913

Antenna 56: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 5.894324 -1.266784 1.235633 0.209058 0.099876 -0.784155 1.119327 0.212226 5.894324

Antenna 56: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 11.176263 -1.262065 1.071824 0.483623 1.102225 0.112511 1.767718 0.492677 11.176263

Antenna 56: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 2.993149 -0.293838 2.030327 2.438518 2.993149 nan nan -10.619603 -10.340121

Antenna 56: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 56: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok ee Temporal Variability 10258.429219 1.139981 0.541680 5.314418 4.906956 9103.818100 10258.429219 66.199690 66.975131

Antenna 56: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 7.455089 0.965174 -1.181625 -0.103570 -0.568135 0.366376 0.523460 7.455089 0.089935

Antenna 56: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 8.309358 0.695614 -1.231027 -0.392869 -0.811279 0.761110 -0.229177 8.309358 0.033848

Antenna 56: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 6.215422 -1.659146 1.040173 -0.095454 0.282102 -0.096765 0.675607 0.342455 6.215422

Antenna 56: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 73.028369 23.678540 18.438805 73.028369 68.950993 18.204679 17.202439 4.814660 3.598880

Antenna 56: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 60.851886 16.905757 21.724345 57.566856 60.851886 24.056182 22.312935 3.181470 4.085839

Antenna 56: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 63.254781 25.557451 19.957271 63.254781 59.626061 15.167072 15.880859 3.517615 2.763779

Antenna 56: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 85.034931 22.857346 28.358357 80.899132 85.034931 29.993400 30.478319 4.779865 5.708165

Antenna 56: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 63.268498 21.684606 17.327955 63.268498 59.533858 9.970410 11.053213 1.049304 0.821039

Antenna 56: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Power 64.158300 28.164273 23.905745 64.158300 60.947741 36.661228 33.306708 11.137653 9.717846

Antenna 56: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 56: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Variability 1.983180 0.978732 0.436616 -0.373359 -0.571296 1.983180 0.443555 0.054001 0.368674

Antenna 56: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 5.499161 -0.763054 0.938720 -0.090482 -0.122278 0.391883 2.682684 -1.296277 5.499161

Antenna 56: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Variability 2.583589 -1.288829 1.254507 0.061622 0.437703 -0.063279 2.583589 -0.857985 -0.455613

Antenna 56: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok ee Temporal Variability 2.200192 -0.000316 0.083260 -0.366209 2.072132 2.200192 1.540789 0.459622 0.744221

Antenna 56: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 56: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok ee Temporal Variability 0.788613 0.267719 0.556913 -0.789862 -0.683495 0.788613 -0.263206 -0.006842 -0.003654

Antenna 56: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 3.106677 0.710659 -0.767580 0.552847 0.130373 2.241614 -0.322207 3.106677 -0.392630

Antenna 56: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 7.401112 -0.899377 0.481958 0.945680 1.376729 0.577498 3.358823 -0.098157 7.401112

Antenna 56: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 11.260847 0.581094 -0.864654 0.716796 0.335252 3.328865 0.544882 11.260847 -0.322612

Antenna 56: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 3.337190 0.992476 -1.371542 0.307167 -0.328096 1.153990 -0.824724 3.337190 -0.329389

Antenna 56: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 7.397094 0.900503 -0.836916 1.230964 0.635605 2.772807 0.731335 7.397094 -0.503355

Antenna 56: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
56 4 digital_ok nn Temporal Discontinuties 6.191197 0.826065 -0.929266 1.030087 0.803463 2.945143 0.741106 6.191197 0.306289